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本项目旨在实现语义分割中的强力算法--FCN算法。基于深度学习MXNet框架,在VOC2012数据集(20类,200000张图片)的test image上产生一个像素级别的分割,给出每一个像素属于哪一类,包括"背景"类。基于Resnet18来创建FCN,得到0.9255的语义分割准确率。
The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)
专门为刚开始刷题的同学准备的算法基地,没有最细只有更细,立志用动画将晦涩难懂的算法说的通俗易懂!
Knowledge repository for current work
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.
http://nlp.seas.harvard.edu/2018/04/03/attention.html
FAQ-based Question Answering System
A private nlp coding package, which quickly implements the SOTA solutions.
Spoken Language Understanding(SLU)/Slot Filling in Keras
the resources about the application based on LLM with RAG pattern
A curated list of network embedding techniques.
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome Pretrained Chinese NLP Models,高质量中文预训练模型集合
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
A curated list of reinforcement learning with human feedback resources (continually updated)
TensorFlow - A curated list of dedicated resources http://tensorflow.org
用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库;24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.
BDCI 2018 汽车行业用户观点主题及情感识别 决赛一等奖方案
Mapping a variable-length sentence to a fixed-length vector using BERT model
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
基于BERT的中文命名实体识别
Fine-tune BERT to generate sentence embedding for cosine similarity
Hierarchical-Attention-Network
Pytorch-Named-Entity-Recognition-with-BERT
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.